diff --git a/.fernignore b/.fernignore
index 3a38428d..0dd0039a 100644
--- a/.fernignore
+++ b/.fernignore
@@ -1,7 +1,12 @@
# Specify files that shouldn't be modified by Fern
-src/humanloop/eval_utils.py
+src/humanloop/eval_utils/*
src/humanloop/prompt_utils.py
src/humanloop/client.py
mypy.ini
README.md
+
+# Directories used by SDK decorators
+
+src/humanloop/decorators/*
+src/humanloop/otel/*
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index fa41c1f2..3d587f63 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -10,7 +10,7 @@ jobs:
- name: Set up python
uses: actions/setup-python@v4
with:
- python-version: 3.8
+ python-version: 3.12
- name: Bootstrap poetry
run: |
curl -sSL https://install.python-poetry.org | python - -y --version 1.5.1
@@ -26,7 +26,7 @@ jobs:
- name: Set up python
uses: actions/setup-python@v4
with:
- python-version: 3.8
+ python-version: 3.9
- name: Bootstrap poetry
run: |
curl -sSL https://install.python-poetry.org | python - -y --version 1.5.1
@@ -35,6 +35,38 @@ jobs:
- name: Test
run: poetry run pytest -rP .
+ env:
+ OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+ ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+ REPLICATE_API_KEY: ${{ secrets.REPLICATE_API_KEY }}
+ GROQ_API_KEY: ${{ secrets.GROQ_API_KEY }}
+ COHERE_API_KEY: ${{ secrets.COHERE_API_KEY }}
+ test_3_12:
+ # Run the test suite with Python 3.12 too
+ # Some tool decorator tests assert the ability to parse the signature
+ # of functions that use typing features introduced in Python 3.10 e.g. '|'
+ runs-on: ubuntu-20.04
+ steps:
+ - name: Checkout repo
+ uses: actions/checkout@v3
+ - name: Set up python
+ uses: actions/setup-python@v4
+ with:
+ python-version: 3.12
+ - name: Bootstrap poetry
+ run: |
+ curl -sSL https://install.python-poetry.org | python - -y --version 1.5.1
+ - name: Install dependencies
+ run: poetry install
+
+ - name: Test
+ run: poetry run pytest -rP .
+ env:
+ OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+ ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+ REPLICATE_API_KEY: ${{ secrets.REPLICATE_API_KEY }}
+ GROQ_API_KEY: ${{ secrets.GROQ_API_KEY }}
+ COHERE_API_KEY: ${{ secrets.COHERE_API_KEY }}
publish:
needs: [compile, test]
@@ -46,7 +78,7 @@ jobs:
- name: Set up python
uses: actions/setup-python@v4
with:
- python-version: 3.8
+ python-version: 3.9
- name: Bootstrap poetry
run: |
curl -sSL https://install.python-poetry.org | python - -y --version 1.5.1
diff --git a/.gitignore b/.gitignore
index 0da665fe..2f7c4926 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,3 +3,7 @@ dist/
__pycache__/
poetry.toml
.ruff_cache/
+.idea
+.vscode
+.DS_Store
+.env
diff --git a/poetry.lock b/poetry.lock
index 9eff35b0..c8c2b217 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
[[package]]
name = "annotated-types"
@@ -11,18 +11,39 @@ files = [
{file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
]
+[[package]]
+name = "anthropic"
+version = "0.39.0"
+description = "The official Python library for the anthropic API"
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "anthropic-0.39.0-py3-none-any.whl", hash = "sha256:ea17093ae0ce0e1768b0c46501d6086b5bcd74ff39d68cd2d6396374e9de7c09"},
+ {file = "anthropic-0.39.0.tar.gz", hash = "sha256:94671cc80765f9ce693f76d63a97ee9bef4c2d6063c044e983d21a2e262f63ba"},
+]
+
[package.dependencies]
-typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""}
+anyio = ">=3.5.0,<5"
+distro = ">=1.7.0,<2"
+httpx = ">=0.23.0,<1"
+jiter = ">=0.4.0,<1"
+pydantic = ">=1.9.0,<3"
+sniffio = "*"
+typing-extensions = ">=4.7,<5"
+
+[package.extras]
+bedrock = ["boto3 (>=1.28.57)", "botocore (>=1.31.57)"]
+vertex = ["google-auth (>=2,<3)"]
[[package]]
name = "anyio"
-version = "4.5.2"
+version = "4.6.2.post1"
description = "High level compatibility layer for multiple asynchronous event loop implementations"
optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
files = [
- {file = "anyio-4.5.2-py3-none-any.whl", hash = "sha256:c011ee36bc1e8ba40e5a81cb9df91925c218fe9b778554e0b56a21e1b5d4716f"},
- {file = "anyio-4.5.2.tar.gz", hash = "sha256:23009af4ed04ce05991845451e11ef02fc7c5ed29179ac9a420e5ad0ac7ddc5b"},
+ {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"},
+ {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"},
]
[package.dependencies]
@@ -36,6 +57,25 @@ doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)",
test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
trio = ["trio (>=0.26.1)"]
+[[package]]
+name = "attrs"
+version = "24.2.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+ {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
+]
+
+[package.extras]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+
[[package]]
name = "certifi"
version = "2024.8.30"
@@ -47,6 +87,146 @@ files = [
{file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
]
+[[package]]
+name = "charset-normalizer"
+version = "3.4.0"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7.0"
+files = [
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+ {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b47cfad9e9bbbed2339081f4e346c93ecd7ab504299403320bf85f7f85c7d46c"},
+ {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a"},
+ {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:5f15814a33e42b04e3de432e573aa557f9f0f56458745c2074952f564c50e664"},
+ {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:db2e408d983b0e61e238cf579c09ef7020560441906ca990fe8412153e3b291f"},
+ {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:edfad1d29c73f9b863ebe7082ae9321374ccb10879eeabc84ba3b69f2579d537"},
+ {file = "wrapt-1.16.0-cp39-cp39-win32.whl", hash = "sha256:ed867c42c268f876097248e05b6117a65bcd1e63b779e916fe2e33cd6fd0d3c3"},
+ {file = "wrapt-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:eb1b046be06b0fce7249f1d025cd359b4b80fc1c3e24ad9eca33e0dcdb2e4a35"},
+ {file = "wrapt-1.16.0-py3-none-any.whl", hash = "sha256:6906c4100a8fcbf2fa735f6059214bb13b97f75b1a61777fcf6432121ef12ef1"},
+ {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
+]
+
+[[package]]
+name = "zipp"
+version = "3.21.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.9"
+files = [
+ {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
+ {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
+]
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
+
[metadata]
lock-version = "2.0"
-python-versions = "^3.8"
-content-hash = "2432f04327a2d8503e175bf13ddf16c3c5b9992b344c9b1e1faf3e444e388903"
+python-versions = ">=3.9,<4"
+content-hash = "26f6c5843461d01e9766383cef4b4f4febb0b95ea43db90bbedbe905793a0cfd"
diff --git a/pyproject.toml b/pyproject.toml
index b5eda9b1..8012d868 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,6 @@ classifiers = [
"Intended Audience :: Developers",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
- "Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
@@ -27,24 +26,43 @@ packages = [
{ include = "humanloop", from = "src"}
]
+
[project.urls]
Repository = 'https://github.com/humanloop/humanloop-python'
[tool.poetry.dependencies]
-python = "^3.8"
+python = ">=3.9,<4"
httpx = ">=0.21.2"
httpx-sse = "0.4.0"
pydantic = ">= 1.9.2"
pydantic-core = "^2.18.2"
-typing_extensions = ">= 4.0.0"
+typing_extensions = ">=4.0.0"
+parse = ">=1"
+opentelemetry-sdk = "<=1.27.0"
+opentelemetry-api = "<=1.27.0"
+opentelemetry-instrumentation-openai = ">=0.20"
+opentelemetry-instrumentation-cohere = ">=0.20"
+opentelemetry-instrumentation-anthropic = ">=0.20"
+opentelemetry-instrumentation-replicate = ">=0.20"
+opentelemetry-instrumentation-groq = ">=0.29"
+opentelemetry-instrumentation-bedrock = ">=0.15"
-[tool.poetry.dev-dependencies]
-mypy = "1.0.1"
+[tool.poetry.group.dev.dependencies]
+parse-type = ">=0.6.4"
+anthropic = ">=0.37.1"
+groq = ">=0.11.0"
+cohere = ">=3.0"
+replicate = ">=1.0.3"
+jsonschema = "^4.23.0"
+types-jsonschema = "^4.23.0.20240813"
+mypy = "^1.0.1"
pytest = "^7.4.0"
pytest-asyncio = "^0.23.5"
-python-dateutil = "^2.9.0"
+python-dateutil = "^2.8.2"
types-python-dateutil = "^2.9.0.20240316"
ruff = "^0.5.6"
+python-dotenv = "^1.0.1"
+openai = "^1.52.2"
[tool.pytest.ini_options]
testpaths = [ "tests" ]
diff --git a/reference.md b/reference.md
index 948512c8..c4bba671 100644
--- a/reference.md
+++ b/reference.md
@@ -1,5 +1,7 @@
# Reference
+
## Prompts
+
client.prompts.log(...)
-
@@ -21,6 +23,7 @@ Instead of targeting an existing version explicitly, you can instead pass in
Prompt details in the request body. In this case, we will check if the details correspond
to an existing version of the Prompt. If they do not, we will create a new version. This is helpful
in the case where you are storing or deriving your Prompt details in code.
+
@@ -71,6 +74,7 @@ client.prompts.log(
)
```
+
@@ -85,7 +89,7 @@ client.prompts.log(
**version_id:** `typing.Optional[str]` — A specific Version ID of the Prompt to log to.
-
+
@@ -93,7 +97,7 @@ client.prompts.log(
**environment:** `typing.Optional[str]` — Name of the Environment identifying a deployed version to log to.
-
+
@@ -101,7 +105,7 @@ client.prompts.log(
**run_id:** `typing.Optional[str]` — Unique identifier for the Run to associate the Log to.
-
+
@@ -109,7 +113,7 @@ client.prompts.log(
**path:** `typing.Optional[str]` — Path of the Prompt, including the name. This locates the Prompt in the Humanloop filesystem and is used as as a unique identifier. For example: `folder/name` or just `name`.
-
+
@@ -117,7 +121,7 @@ client.prompts.log(
**id:** `typing.Optional[str]` — ID for an existing Prompt.
-
+
@@ -125,7 +129,7 @@ client.prompts.log(
**output_message:** `typing.Optional[ChatMessageParams]` — The message returned by the provider.
-
+
@@ -133,7 +137,7 @@ client.prompts.log(
**prompt_tokens:** `typing.Optional[int]` — Number of tokens in the prompt used to generate the output.
-
+
@@ -141,7 +145,7 @@ client.prompts.log(
**output_tokens:** `typing.Optional[int]` — Number of tokens in the output generated by the model.
-
+
@@ -149,7 +153,7 @@ client.prompts.log(
**prompt_cost:** `typing.Optional[float]` — Cost in dollars associated to the tokens in the prompt.
-
+
@@ -157,7 +161,7 @@ client.prompts.log(
**output_cost:** `typing.Optional[float]` — Cost in dollars associated to the tokens in the output.
-
+
@@ -165,7 +169,7 @@ client.prompts.log(
**finish_reason:** `typing.Optional[str]` — Reason the generation finished.
-
+
@@ -173,21 +177,22 @@ client.prompts.log(
**messages:** `typing.Optional[typing.Sequence[ChatMessageParams]]` — The messages passed to the to provider chat endpoint.
-
+
-
-**tool_choice:** `typing.Optional[PromptLogRequestToolChoiceParams]`
+**tool_choice:** `typing.Optional[PromptLogRequestToolChoiceParams]`
+
+Controls how the model uses tools. The following options are supported:
-Controls how the model uses tools. The following options are supported:
-- `'none'` means the model will not call any tool and instead generates a message; this is the default when no tools are provided as part of the Prompt.
-- `'auto'` means the model can decide to call one or more of the provided tools; this is the default when tools are provided as part of the Prompt.
-- `'required'` means the model can decide to call one or more of the provided tools.
+- `'none'` means the model will not call any tool and instead generates a message; this is the default when no tools are provided as part of the Prompt.
+- `'auto'` means the model can decide to call one or more of the provided tools; this is the default when tools are provided as part of the Prompt.
+- `'required'` means the model can decide to call one or more of the provided tools.
- `{'type': 'function', 'function': {name': }}` forces the model to use the named function.
-
+
@@ -195,7 +200,7 @@ Controls how the model uses tools. The following options are supported:
**prompt:** `typing.Optional[PromptKernelRequestParams]` — Details of your Prompt. A new Prompt version will be created if the provided details are new.
-
+
@@ -203,7 +208,7 @@ Controls how the model uses tools. The following options are supported:
**start_time:** `typing.Optional[dt.datetime]` — When the logged event started.
-
+
@@ -211,7 +216,7 @@ Controls how the model uses tools. The following options are supported:
**end_time:** `typing.Optional[dt.datetime]` — When the logged event ended.
-
+
@@ -219,15 +224,15 @@ Controls how the model uses tools. The following options are supported:
**output:** `typing.Optional[str]` — Generated output from your model for the provided inputs. Can be `None` if logging an error, or if creating a parent Log with the intention to populate it later.
-
+
-
-**created_at:** `typing.Optional[dt.datetime]` — User defined timestamp for when the log was created.
-
+**created_at:** `typing.Optional[dt.datetime]` — User defined timestamp for when the log was created.
+
@@ -235,7 +240,7 @@ Controls how the model uses tools. The following options are supported:
**error:** `typing.Optional[str]` — Error message if the log is an error.
-
+
@@ -243,7 +248,7 @@ Controls how the model uses tools. The following options are supported:
**provider_latency:** `typing.Optional[float]` — Duration of the logged event in seconds.
-
+
@@ -251,7 +256,7 @@ Controls how the model uses tools. The following options are supported:
**stdout:** `typing.Optional[str]` — Captured log and debug statements.
-
+
@@ -259,7 +264,7 @@ Controls how the model uses tools. The following options are supported:
**provider_request:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Raw request sent to provider.
-
+
@@ -267,7 +272,7 @@ Controls how the model uses tools. The following options are supported:
**provider_response:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Raw response received the provider.
-
+
@@ -275,7 +280,7 @@ Controls how the model uses tools. The following options are supported:
**inputs:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — The inputs passed to the prompt template.
-
+
@@ -283,7 +288,7 @@ Controls how the model uses tools. The following options are supported:
**source:** `typing.Optional[str]` — Identifies where the model was called from.
-
+
@@ -291,7 +296,7 @@ Controls how the model uses tools. The following options are supported:
**metadata:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Any additional metadata to record.
-
+
@@ -299,7 +304,7 @@ Controls how the model uses tools. The following options are supported:
**source_datapoint_id:** `typing.Optional[str]` — Unique identifier for the Datapoint that this Log is derived from. This can be used by Humanloop to associate Logs to Evaluations. If provided, Humanloop will automatically associate this Log to Evaluations that require a Log for this Datapoint-Version pair.
-
+
@@ -307,7 +312,7 @@ Controls how the model uses tools. The following options are supported:
**trace_parent_id:** `typing.Optional[str]` — The ID of the parent Log to nest this Log under in a Trace.
-
+
@@ -315,7 +320,7 @@ Controls how the model uses tools. The following options are supported:
**user:** `typing.Optional[str]` — End-user ID related to the Log.
-
+
@@ -323,7 +328,7 @@ Controls how the model uses tools. The following options are supported:
**prompt_log_request_environment:** `typing.Optional[str]` — The name of the Environment the Log is associated to.
-
+
@@ -331,7 +336,7 @@ Controls how the model uses tools. The following options are supported:
**save:** `typing.Optional[bool]` — Whether the request/response payloads will be stored on Humanloop.
-
+
@@ -339,13 +344,12 @@ Controls how the model uses tools. The following options are supported:
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
-
-**tool_choice:** `typing.Optional[PromptLogUpdateRequestToolChoiceParams]`
+**tool_choice:** `typing.Optional[PromptLogUpdateRequestToolChoiceParams]`
-Controls how the model uses tools. The following options are supported:
-- `'none'` means the model will not call any tool and instead generates a message; this is the default when no tools are provided as part of the Prompt.
-- `'auto'` means the model can decide to call one or more of the provided tools; this is the default when tools are provided as part of the Prompt.
-- `'required'` means the model can decide to call one or more of the provided tools.
+Controls how the model uses tools. The following options are supported:
+
+- `'none'` means the model will not call any tool and instead generates a message; this is the default when no tools are provided as part of the Prompt.
+- `'auto'` means the model can decide to call one or more of the provided tools; this is the default when tools are provided as part of the Prompt.
+- `'required'` means the model can decide to call one or more of the provided tools.
- `{'type': 'function', 'function': {name': }}` forces the model to use the named function.
-
+
@@ -490,15 +497,15 @@ Controls how the model uses tools. The following options are supported:
**output:** `typing.Optional[str]` — Generated output from your model for the provided inputs. Can be `None` if logging an error, or if creating a parent Log with the intention to populate it later.
-
+
-
-**created_at:** `typing.Optional[dt.datetime]` — User defined timestamp for when the log was created.
-
+**created_at:** `typing.Optional[dt.datetime]` — User defined timestamp for when the log was created.
+
@@ -506,7 +513,7 @@ Controls how the model uses tools. The following options are supported:
**error:** `typing.Optional[str]` — Error message if the log is an error.
-
+
@@ -514,7 +521,7 @@ Controls how the model uses tools. The following options are supported:
**provider_latency:** `typing.Optional[float]` — Duration of the logged event in seconds.
-
+
@@ -522,7 +529,7 @@ Controls how the model uses tools. The following options are supported:
**stdout:** `typing.Optional[str]` — Captured log and debug statements.
-
+
@@ -530,7 +537,7 @@ Controls how the model uses tools. The following options are supported:
**provider_request:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Raw request sent to provider.
-
+
@@ -538,7 +545,7 @@ Controls how the model uses tools. The following options are supported:
**provider_response:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Raw response received the provider.
-
+
@@ -546,7 +553,7 @@ Controls how the model uses tools. The following options are supported:
**inputs:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — The inputs passed to the prompt template.
-
+
@@ -554,7 +561,7 @@ Controls how the model uses tools. The following options are supported:
**source:** `typing.Optional[str]` — Identifies where the model was called from.
-
+
@@ -562,7 +569,7 @@ Controls how the model uses tools. The following options are supported:
**metadata:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Any additional metadata to record.
-
+
@@ -570,7 +577,7 @@ Controls how the model uses tools. The following options are supported:
**start_time:** `typing.Optional[dt.datetime]` — When the logged event started.
-
+
@@ -578,7 +585,7 @@ Controls how the model uses tools. The following options are supported:
**end_time:** `typing.Optional[dt.datetime]` — When the logged event ended.
-
+
@@ -586,13 +593,12 @@ Controls how the model uses tools. The following options are supported:
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -621,6 +627,7 @@ Instead of targeting an existing version explicitly, you can instead pass in
Prompt details in the request body. In this case, we will check if the details correspond
to an existing version of the Prompt. If they do not, we will create a new version. This is helpful
in the case where you are storing or deriving your Prompt details in code.
+
@@ -696,6 +703,7 @@ for chunk in response:
yield chunk
```
+
@@ -710,7 +718,7 @@ for chunk in response:
**version_id:** `typing.Optional[str]` — A specific Version ID of the Prompt to log to.
-
+
@@ -718,7 +726,7 @@ for chunk in response:
**environment:** `typing.Optional[str]` — Name of the Environment identifying a deployed version to log to.
-
+
@@ -726,7 +734,7 @@ for chunk in response:
**path:** `typing.Optional[str]` — Path of the Prompt, including the name. This locates the Prompt in the Humanloop filesystem and is used as as a unique identifier. For example: `folder/name` or just `name`.
-
+
@@ -734,7 +742,7 @@ for chunk in response:
**id:** `typing.Optional[str]` — ID for an existing Prompt.
-
+
@@ -742,21 +750,22 @@ for chunk in response:
**messages:** `typing.Optional[typing.Sequence[ChatMessageParams]]` — The messages passed to the to provider chat endpoint.
-
+
-
-**tool_choice:** `typing.Optional[PromptsCallStreamRequestToolChoiceParams]`
+**tool_choice:** `typing.Optional[PromptsCallStreamRequestToolChoiceParams]`
+
+Controls how the model uses tools. The following options are supported:
-Controls how the model uses tools. The following options are supported:
-- `'none'` means the model will not call any tool and instead generates a message; this is the default when no tools are provided as part of the Prompt.
-- `'auto'` means the model can decide to call one or more of the provided tools; this is the default when tools are provided as part of the Prompt.
-- `'required'` means the model can decide to call one or more of the provided tools.
+- `'none'` means the model will not call any tool and instead generates a message; this is the default when no tools are provided as part of the Prompt.
+- `'auto'` means the model can decide to call one or more of the provided tools; this is the default when tools are provided as part of the Prompt.
+- `'required'` means the model can decide to call one or more of the provided tools.
- `{'type': 'function', 'function': {name': }}` forces the model to use the named function.
-
+
@@ -764,7 +773,7 @@ Controls how the model uses tools. The following options are supported:
**prompt:** `typing.Optional[PromptKernelRequestParams]` — Details of your Prompt. A new Prompt version will be created if the provided details are new.
-
+
@@ -772,7 +781,7 @@ Controls how the model uses tools. The following options are supported:
**inputs:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — The inputs passed to the prompt template.
-
+
@@ -780,7 +789,7 @@ Controls how the model uses tools. The following options are supported:
**source:** `typing.Optional[str]` — Identifies where the model was called from.
-
+
@@ -788,7 +797,7 @@ Controls how the model uses tools. The following options are supported:
**metadata:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Any additional metadata to record.
-
+
@@ -796,7 +805,7 @@ Controls how the model uses tools. The following options are supported:
**start_time:** `typing.Optional[dt.datetime]` — When the logged event started.
-
+
@@ -804,7 +813,7 @@ Controls how the model uses tools. The following options are supported:
**end_time:** `typing.Optional[dt.datetime]` — When the logged event ended.
-
+
@@ -812,7 +821,7 @@ Controls how the model uses tools. The following options are supported:
**source_datapoint_id:** `typing.Optional[str]` — Unique identifier for the Datapoint that this Log is derived from. This can be used by Humanloop to associate Logs to Evaluations. If provided, Humanloop will automatically associate this Log to Evaluations that require a Log for this Datapoint-Version pair.
-
+
@@ -820,7 +829,7 @@ Controls how the model uses tools. The following options are supported:
**trace_parent_id:** `typing.Optional[str]` — The ID of the parent Log to nest this Log under in a Trace.
-
+
@@ -828,7 +837,7 @@ Controls how the model uses tools. The following options are supported:
**user:** `typing.Optional[str]` — End-user ID related to the Log.
-
+
@@ -836,7 +845,7 @@ Controls how the model uses tools. The following options are supported:
**prompts_call_stream_request_environment:** `typing.Optional[str]` — The name of the Environment the Log is associated to.
-
+
@@ -844,7 +853,7 @@ Controls how the model uses tools. The following options are supported:
**save:** `typing.Optional[bool]` — Whether the request/response payloads will be stored on Humanloop.
-
+
@@ -852,7 +861,7 @@ Controls how the model uses tools. The following options are supported:
**provider_api_keys:** `typing.Optional[ProviderApiKeysParams]` — API keys required by each provider to make API calls. The API keys provided here are not stored by Humanloop. If not specified here, Humanloop will fall back to the key saved to your organization.
-
+
@@ -860,7 +869,7 @@ Controls how the model uses tools. The following options are supported:
**num_samples:** `typing.Optional[int]` — The number of generations.
-
+
@@ -868,7 +877,7 @@ Controls how the model uses tools. The following options are supported:
**return_inputs:** `typing.Optional[bool]` — Whether to return the inputs in the response. If false, the response will contain an empty dictionary under inputs. This is useful for reducing the size of the response. Defaults to true.
-
+
@@ -876,7 +885,7 @@ Controls how the model uses tools. The following options are supported:
**logprobs:** `typing.Optional[int]` — Include the log probabilities of the top n tokens in the provider_response
-
+
@@ -884,7 +893,7 @@ Controls how the model uses tools. The following options are supported:
**suffix:** `typing.Optional[str]` — The suffix that comes after a completion of inserted text. Useful for completions that act like inserts.
-
+
@@ -892,13 +901,12 @@ Controls how the model uses tools. The following options are supported:
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -927,6 +935,7 @@ Instead of targeting an existing version explicitly, you can instead pass in
Prompt details in the request body. In this case, we will check if the details correspond
to an existing version of the Prompt. If they do not, we will create a new version. This is helpful
in the case where you are storing or deriving your Prompt details in code.
+
@@ -954,6 +963,7 @@ client.prompts.call(
)
```
+
@@ -968,7 +978,7 @@ client.prompts.call(
**version_id:** `typing.Optional[str]` — A specific Version ID of the Prompt to log to.
-
+
@@ -976,7 +986,7 @@ client.prompts.call(
**environment:** `typing.Optional[str]` — Name of the Environment identifying a deployed version to log to.
-
+
@@ -984,7 +994,7 @@ client.prompts.call(
**path:** `typing.Optional[str]` — Path of the Prompt, including the name. This locates the Prompt in the Humanloop filesystem and is used as as a unique identifier. For example: `folder/name` or just `name`.
-
+
@@ -992,7 +1002,7 @@ client.prompts.call(
**id:** `typing.Optional[str]` — ID for an existing Prompt.
-
+
@@ -1000,21 +1010,22 @@ client.prompts.call(
**messages:** `typing.Optional[typing.Sequence[ChatMessageParams]]` — The messages passed to the to provider chat endpoint.
-
+
-
-**tool_choice:** `typing.Optional[PromptsCallRequestToolChoiceParams]`
+**tool_choice:** `typing.Optional[PromptsCallRequestToolChoiceParams]`
-Controls how the model uses tools. The following options are supported:
-- `'none'` means the model will not call any tool and instead generates a message; this is the default when no tools are provided as part of the Prompt.
-- `'auto'` means the model can decide to call one or more of the provided tools; this is the default when tools are provided as part of the Prompt.
-- `'required'` means the model can decide to call one or more of the provided tools.
+Controls how the model uses tools. The following options are supported:
+
+- `'none'` means the model will not call any tool and instead generates a message; this is the default when no tools are provided as part of the Prompt.
+- `'auto'` means the model can decide to call one or more of the provided tools; this is the default when tools are provided as part of the Prompt.
+- `'required'` means the model can decide to call one or more of the provided tools.
- `{'type': 'function', 'function': {name': }}` forces the model to use the named function.
-
+
@@ -1022,7 +1033,7 @@ Controls how the model uses tools. The following options are supported:
**prompt:** `typing.Optional[PromptKernelRequestParams]` — Details of your Prompt. A new Prompt version will be created if the provided details are new.
-
+
@@ -1030,7 +1041,7 @@ Controls how the model uses tools. The following options are supported:
**inputs:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — The inputs passed to the prompt template.
-
+
@@ -1038,7 +1049,7 @@ Controls how the model uses tools. The following options are supported:
**source:** `typing.Optional[str]` — Identifies where the model was called from.
-
+
@@ -1046,7 +1057,7 @@ Controls how the model uses tools. The following options are supported:
**metadata:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Any additional metadata to record.
-
+
@@ -1054,7 +1065,7 @@ Controls how the model uses tools. The following options are supported:
**start_time:** `typing.Optional[dt.datetime]` — When the logged event started.
-
+
@@ -1062,7 +1073,7 @@ Controls how the model uses tools. The following options are supported:
**end_time:** `typing.Optional[dt.datetime]` — When the logged event ended.
-
+
@@ -1070,7 +1081,7 @@ Controls how the model uses tools. The following options are supported:
**source_datapoint_id:** `typing.Optional[str]` — Unique identifier for the Datapoint that this Log is derived from. This can be used by Humanloop to associate Logs to Evaluations. If provided, Humanloop will automatically associate this Log to Evaluations that require a Log for this Datapoint-Version pair.
-
+
@@ -1078,7 +1089,7 @@ Controls how the model uses tools. The following options are supported:
**trace_parent_id:** `typing.Optional[str]` — The ID of the parent Log to nest this Log under in a Trace.
-
+
@@ -1086,7 +1097,7 @@ Controls how the model uses tools. The following options are supported:
**user:** `typing.Optional[str]` — End-user ID related to the Log.
-
+
@@ -1094,7 +1105,7 @@ Controls how the model uses tools. The following options are supported:
**prompts_call_request_environment:** `typing.Optional[str]` — The name of the Environment the Log is associated to.
-
+
@@ -1102,7 +1113,7 @@ Controls how the model uses tools. The following options are supported:
**save:** `typing.Optional[bool]` — Whether the request/response payloads will be stored on Humanloop.
-
+
@@ -1110,7 +1121,7 @@ Controls how the model uses tools. The following options are supported:
**provider_api_keys:** `typing.Optional[ProviderApiKeysParams]` — API keys required by each provider to make API calls. The API keys provided here are not stored by Humanloop. If not specified here, Humanloop will fall back to the key saved to your organization.
-
+
@@ -1118,7 +1129,7 @@ Controls how the model uses tools. The following options are supported:
**num_samples:** `typing.Optional[int]` — The number of generations.
-
+
@@ -1126,7 +1137,7 @@ Controls how the model uses tools. The following options are supported:
**return_inputs:** `typing.Optional[bool]` — Whether to return the inputs in the response. If false, the response will contain an empty dictionary under inputs. This is useful for reducing the size of the response. Defaults to true.
-
+
@@ -1134,7 +1145,7 @@ Controls how the model uses tools. The following options are supported:
**logprobs:** `typing.Optional[int]` — Include the log probabilities of the top n tokens in the provider_response
-
+
@@ -1142,7 +1153,7 @@ Controls how the model uses tools. The following options are supported:
**suffix:** `typing.Optional[str]` — The suffix that comes after a completion of inserted text. Useful for completions that act like inserts.
-
+
@@ -1150,13 +1161,12 @@ Controls how the model uses tools. The following options are supported:
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -1174,6 +1184,7 @@ Controls how the model uses tools. The following options are supported:
Get a list of all Prompts.
+
@@ -1203,6 +1214,7 @@ for page in response.iter_pages():
yield page
```
+
@@ -1217,7 +1229,7 @@ for page in response.iter_pages():
**page:** `typing.Optional[int]` — Page number for pagination.
-
+
@@ -1225,7 +1237,7 @@ for page in response.iter_pages():
**size:** `typing.Optional[int]` — Page size for pagination. Number of Prompts to fetch.
-
+
@@ -1233,7 +1245,7 @@ for page in response.iter_pages():
**name:** `typing.Optional[str]` — Case-insensitive filter for Prompt name.
-
+
@@ -1241,7 +1253,7 @@ for page in response.iter_pages():
**user_filter:** `typing.Optional[str]` — Case-insensitive filter for users in the Prompt. This filter matches against both email address and name of users.
-
+
@@ -1249,7 +1261,7 @@ for page in response.iter_pages():
**sort_by:** `typing.Optional[ProjectSortBy]` — Field to sort Prompts by
-
+
@@ -1257,7 +1269,7 @@ for page in response.iter_pages():
**order:** `typing.Optional[SortOrder]` — Direction to sort by.
-
+
@@ -1265,13 +1277,12 @@ for page in response.iter_pages():
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -1295,6 +1306,7 @@ Prompts are identified by the `ID` or their `path`. The parameters (i.e. the pro
If you provide a commit message, then the new version will be committed;
otherwise it will be uncommitted. If you try to commit an already committed version,
an exception will be raised.
+
@@ -1337,6 +1349,7 @@ client.prompts.upsert(
)
```
+
@@ -1351,7 +1364,7 @@ client.prompts.upsert(
**model:** `str` — The model instance used, e.g. `gpt-4`. See [supported models](https://humanloop.com/docs/reference/supported-models)
-
+
@@ -1359,7 +1372,7 @@ client.prompts.upsert(
**path:** `typing.Optional[str]` — Path of the Prompt, including the name. This locates the Prompt in the Humanloop filesystem and is used as as a unique identifier. For example: `folder/name` or just `name`.
-
+
@@ -1367,7 +1380,7 @@ client.prompts.upsert(
**id:** `typing.Optional[str]` — ID for an existing Prompt.
-
+
@@ -1375,22 +1388,22 @@ client.prompts.upsert(
**endpoint:** `typing.Optional[ModelEndpoints]` — The provider model endpoint used.
-
+
-
-**template:** `typing.Optional[PromptRequestTemplateParams]`
+**template:** `typing.Optional[PromptRequestTemplateParams]`
-The template contains the main structure and instructions for the model, including input variables for dynamic values.
+The template contains the main structure and instructions for the model, including input variables for dynamic values.
For chat models, provide the template as a ChatTemplate (a list of messages), e.g. a system message, followed by a user message with an input variable.
-For completion models, provide a prompt template as a string.
+For completion models, provide a prompt template as a string.
Input variables should be specified with double curly bracket syntax: `{{input_name}}`.
-
+
@@ -1398,7 +1411,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**provider:** `typing.Optional[ModelProviders]` — The company providing the underlying model service.
-
+
@@ -1406,7 +1419,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**max_tokens:** `typing.Optional[int]` — The maximum number of tokens to generate. Provide max_tokens=-1 to dynamically calculate the maximum number of tokens to generate given the length of the prompt
-
+
@@ -1414,7 +1427,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**temperature:** `typing.Optional[float]` — What sampling temperature to use when making a generation. Higher values means the model will be more creative.
-
+
@@ -1422,7 +1435,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**top_p:** `typing.Optional[float]` — An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the tokens with top_p probability mass.
-
+
@@ -1430,7 +1443,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**stop:** `typing.Optional[PromptRequestStopParams]` — The string (or list of strings) after which the model will stop generating. The returned text will not contain the stop sequence.
-
+
@@ -1438,7 +1451,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**presence_penalty:** `typing.Optional[float]` — Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the generation so far.
-
+
@@ -1446,7 +1459,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**frequency_penalty:** `typing.Optional[float]` — Number between -2.0 and 2.0. Positive values penalize new tokens based on how frequently they appear in the generation so far.
-
+
@@ -1454,7 +1467,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**other:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Other parameter values to be passed to the provider call.
-
+
@@ -1462,7 +1475,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**seed:** `typing.Optional[int]` — If specified, model will make a best effort to sample deterministically, but it is not guaranteed.
-
+
@@ -1470,7 +1483,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**response_format:** `typing.Optional[ResponseFormatParams]` — The format of the response. Only `{"type": "json_object"}` is currently supported for chat.
-
+
@@ -1478,7 +1491,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**tools:** `typing.Optional[typing.Sequence[ToolFunctionParams]]` — The tool specification that the model can choose to call if Tool calling is supported.
-
+
@@ -1486,7 +1499,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**linked_tools:** `typing.Optional[typing.Sequence[str]]` — The IDs of the Tools in your organization that the model can choose to call if Tool calling is supported. The default deployed version of that tool is called.
-
+
@@ -1494,7 +1507,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**attributes:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Additional fields to describe the Prompt. Helpful to separate Prompt versions from each other with details on how they were created or used.
-
+
@@ -1502,7 +1515,7 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**commit_message:** `typing.Optional[str]` — Message describing the changes made.
-
+
@@ -1510,13 +1523,12 @@ Input variables should be specified with double curly bracket syntax: `{{input_n
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -1537,6 +1549,7 @@ Retrieve the Prompt with the given ID.
By default, the deployed version of the Prompt is returned. Use the query parameters
`version_id` or `environment` to target a specific version of the Prompt.
+
@@ -1561,6 +1574,7 @@ client.prompts.get(
)
```
+
@@ -1575,7 +1589,7 @@ client.prompts.get(
**id:** `str` — Unique identifier for Prompt.
-
+
@@ -1583,7 +1597,7 @@ client.prompts.get(
**version_id:** `typing.Optional[str]` — A specific Version ID of the Prompt to retrieve.
-
+
@@ -1591,7 +1605,7 @@ client.prompts.get(
**environment:** `typing.Optional[str]` — Name of the Environment to retrieve a deployed Version from.
-
+
@@ -1599,13 +1613,12 @@ client.prompts.get(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -1623,6 +1636,7 @@ client.prompts.get(
Delete the Prompt with the given ID.
+
@@ -1647,6 +1661,7 @@ client.prompts.delete(
)
```
+
@@ -1661,7 +1676,7 @@ client.prompts.delete(
**id:** `str` — Unique identifier for Prompt.
-
+
@@ -1669,13 +1684,12 @@ client.prompts.delete(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -1693,6 +1707,7 @@ client.prompts.delete(
Move the Prompt to a different path or change the name.
+
@@ -1718,6 +1733,7 @@ client.prompts.move(
)
```
+
@@ -1732,7 +1748,7 @@ client.prompts.move(
**id:** `str` — Unique identifier for Prompt.
-
+
@@ -1740,7 +1756,7 @@ client.prompts.move(
**path:** `typing.Optional[str]` — Path of the Prompt including the Prompt name, which is used as a unique identifier.
-
+
@@ -1748,7 +1764,7 @@ client.prompts.move(
**name:** `typing.Optional[str]` — Name of the Prompt.
-
+
@@ -1756,13 +1772,12 @@ client.prompts.move(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -1780,6 +1795,7 @@ client.prompts.move(
Get a list of all the versions of a Prompt.
+
@@ -1805,6 +1821,7 @@ client.prompts.list_versions(
)
```
+
@@ -1819,7 +1836,7 @@ client.prompts.list_versions(
**id:** `str` — Unique identifier for Prompt.
-
+
@@ -1827,7 +1844,7 @@ client.prompts.list_versions(
**status:** `typing.Optional[VersionStatus]` — Filter versions by status: 'uncommitted', 'committed'. If no status is provided, all versions are returned.
-
+
@@ -1835,7 +1852,7 @@ client.prompts.list_versions(
**evaluator_aggregates:** `typing.Optional[bool]` — Whether to include Evaluator aggregate results for the versions in the response
-
+
@@ -1843,13 +1860,12 @@ client.prompts.list_versions(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -1869,6 +1885,7 @@ client.prompts.list_versions(
Commit a version of the Prompt with a commit message.
If the version is already committed, an exception will be raised.
+
@@ -1895,6 +1912,7 @@ client.prompts.commit(
)
```
+
@@ -1909,7 +1927,7 @@ client.prompts.commit(
**id:** `str` — Unique identifier for Prompt.
-
+
@@ -1917,7 +1935,7 @@ client.prompts.commit(
**version_id:** `str` — Unique identifier for the specific version of the Prompt.
-
+
@@ -1925,7 +1943,7 @@ client.prompts.commit(
**commit_message:** `str` — Message describing the changes made.
-
+
@@ -1933,13 +1951,12 @@ client.prompts.commit(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -1960,6 +1977,7 @@ Deploy Prompt to an Environment.
Set the deployed version for the specified Environment. This Prompt
will be used for calls made to the Prompt in this Environment.
+
@@ -1986,6 +2004,7 @@ client.prompts.set_deployment(
)
```
+
@@ -2000,7 +2019,7 @@ client.prompts.set_deployment(
**id:** `str` — Unique identifier for Prompt.
-
+
@@ -2008,7 +2027,7 @@ client.prompts.set_deployment(
**environment_id:** `str` — Unique identifier for the Environment to deploy the Version to.
-
+
@@ -2016,7 +2035,7 @@ client.prompts.set_deployment(
**version_id:** `str` — Unique identifier for the specific version of the Prompt.
-
+
@@ -2024,13 +2043,12 @@ client.prompts.set_deployment(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -2051,6 +2069,7 @@ Remove deployed Prompt from the Environment.
Remove the deployed version for the specified Environment. This Prompt
will no longer be used for calls made to the Prompt in this Environment.
+
@@ -2076,6 +2095,7 @@ client.prompts.remove_deployment(
)
```
+
@@ -2090,7 +2110,7 @@ client.prompts.remove_deployment(
**id:** `str` — Unique identifier for Prompt.
-
+
@@ -2098,7 +2118,7 @@ client.prompts.remove_deployment(
**environment_id:** `str` — Unique identifier for the Environment to remove the deployment from.
-
+
@@ -2106,13 +2126,12 @@ client.prompts.remove_deployment(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -2130,6 +2149,7 @@ client.prompts.remove_deployment(
List all Environments and their deployed versions for the Prompt.
+
@@ -2154,6 +2174,7 @@ client.prompts.list_environments(
)
```
+
@@ -2168,7 +2189,7 @@ client.prompts.list_environments(
**id:** `str` — Unique identifier for Prompt.
-
+
@@ -2176,13 +2197,12 @@ client.prompts.list_environments(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -2203,6 +2223,7 @@ Activate and deactivate Evaluators for monitoring the Prompt.
An activated Evaluator will automatically be run on all new Logs
within the Prompt for monitoring purposes.
+
@@ -2228,6 +2249,7 @@ client.prompts.update_monitoring(
)
```
+
@@ -2241,8 +2263,8 @@ client.prompts.update_monitoring(
-
-**id:** `str`
-
+**id:** `str`
+
@@ -2252,7 +2274,7 @@ client.prompts.update_monitoring(
**activate:** `typing.Optional[
typing.Sequence[EvaluatorActivationDeactivationRequestActivateItemParams]
]` — Evaluators to activate for Monitoring. These will be automatically run on new Logs.
-
+
@@ -2262,7 +2284,7 @@ client.prompts.update_monitoring(
**deactivate:** `typing.Optional[
typing.Sequence[EvaluatorActivationDeactivationRequestDeactivateItemParams]
]` — Evaluators to deactivate. These will not be run on new Logs.
-
+
@@ -2270,18 +2292,18 @@ client.prompts.update_monitoring(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
## Tools
+
client.tools.log(...)
-
@@ -2303,6 +2325,7 @@ Instead of targeting an existing version explicitly, you can instead pass in
Tool details in the request body. In this case, we will check if the details correspond
to an existing version of the Tool, if not we will create a new version. This is helpful
in the case where you are storing or deriving your Tool details in code.
+
@@ -2343,6 +2366,7 @@ client.tools.log(
)
```
+
@@ -2357,7 +2381,7 @@ client.tools.log(
**version_id:** `typing.Optional[str]` — A specific Version ID of the Tool to log to.
-
+
@@ -2365,7 +2389,7 @@ client.tools.log(
**environment:** `typing.Optional[str]` — Name of the Environment identifying a deployed version to log to.
-
+
@@ -2373,7 +2397,7 @@ client.tools.log(
**path:** `typing.Optional[str]` — Path of the Tool, including the name. This locates the Tool in the Humanloop filesystem and is used as as a unique identifier. For example: `folder/name` or just `name`.
-
+
@@ -2381,7 +2405,7 @@ client.tools.log(
**id:** `typing.Optional[str]` — ID for an existing Tool.
-
+
@@ -2389,7 +2413,7 @@ client.tools.log(
**start_time:** `typing.Optional[dt.datetime]` — When the logged event started.
-
+
@@ -2397,7 +2421,7 @@ client.tools.log(
**end_time:** `typing.Optional[dt.datetime]` — When the logged event ended.
-
+
@@ -2405,15 +2429,15 @@ client.tools.log(
**output:** `typing.Optional[str]` — Generated output from your model for the provided inputs. Can be `None` if logging an error, or if creating a parent Log with the intention to populate it later.
-
+
-
-**created_at:** `typing.Optional[dt.datetime]` — User defined timestamp for when the log was created.
-
+**created_at:** `typing.Optional[dt.datetime]` — User defined timestamp for when the log was created.
+
@@ -2421,7 +2445,7 @@ client.tools.log(
**error:** `typing.Optional[str]` — Error message if the log is an error.
-
+
@@ -2429,7 +2453,7 @@ client.tools.log(
**provider_latency:** `typing.Optional[float]` — Duration of the logged event in seconds.
-
+
@@ -2437,7 +2461,7 @@ client.tools.log(
**stdout:** `typing.Optional[str]` — Captured log and debug statements.
-
+
@@ -2445,7 +2469,7 @@ client.tools.log(
**provider_request:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Raw request sent to provider.
-
+
@@ -2453,7 +2477,7 @@ client.tools.log(
**provider_response:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Raw response received the provider.
-
+
@@ -2461,7 +2485,7 @@ client.tools.log(
**inputs:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — The inputs passed to the prompt template.
-
+
@@ -2469,7 +2493,7 @@ client.tools.log(
**source:** `typing.Optional[str]` — Identifies where the model was called from.
-
+
@@ -2477,7 +2501,7 @@ client.tools.log(
**metadata:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Any additional metadata to record.
-
+
@@ -2485,7 +2509,7 @@ client.tools.log(
**source_datapoint_id:** `typing.Optional[str]` — Unique identifier for the Datapoint that this Log is derived from. This can be used by Humanloop to associate Logs to Evaluations. If provided, Humanloop will automatically associate this Log to Evaluations that require a Log for this Datapoint-Version pair.
-
+
@@ -2493,7 +2517,7 @@ client.tools.log(
**trace_parent_id:** `typing.Optional[str]` — The ID of the parent Log to nest this Log under in a Trace.
-
+
@@ -2501,7 +2525,7 @@ client.tools.log(
**user:** `typing.Optional[str]` — End-user ID related to the Log.
-
+
@@ -2509,7 +2533,7 @@ client.tools.log(
**tool_log_request_environment:** `typing.Optional[str]` — The name of the Environment the Log is associated to.
-
+
@@ -2517,7 +2541,7 @@ client.tools.log(
**save:** `typing.Optional[bool]` — Whether the request/response payloads will be stored on Humanloop.
-
+
@@ -2525,7 +2549,7 @@ client.tools.log(
**tool:** `typing.Optional[ToolKernelRequestParams]` — Details of your Tool. A new Tool version will be created if the provided details are new.
-
+
@@ -2533,13 +2557,12 @@ client.tools.log(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
-
-**created_at:** `typing.Optional[dt.datetime]` — User defined timestamp for when the log was created.
-
+**created_at:** `typing.Optional[dt.datetime]` — User defined timestamp for when the log was created.
+
@@ -2630,7 +2655,7 @@ client.tools.update(
**error:** `typing.Optional[str]` — Error message if the log is an error.
-
+
@@ -2638,7 +2663,7 @@ client.tools.update(
**provider_latency:** `typing.Optional[float]` — Duration of the logged event in seconds.
-
+
@@ -2646,7 +2671,7 @@ client.tools.update(
**stdout:** `typing.Optional[str]` — Captured log and debug statements.
-
+
@@ -2654,7 +2679,7 @@ client.tools.update(
**provider_request:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Raw request sent to provider.
-
+
@@ -2662,7 +2687,7 @@ client.tools.update(
**provider_response:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Raw response received the provider.
-
+
@@ -2670,7 +2695,7 @@ client.tools.update(
**inputs:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — The inputs passed to the prompt template.
-
+
@@ -2678,7 +2703,7 @@ client.tools.update(
**source:** `typing.Optional[str]` — Identifies where the model was called from.
-
+
@@ -2686,7 +2711,7 @@ client.tools.update(
**metadata:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Any additional metadata to record.
-
+
@@ -2694,7 +2719,7 @@ client.tools.update(
**start_time:** `typing.Optional[dt.datetime]` — When the logged event started.
-
+
@@ -2702,7 +2727,7 @@ client.tools.update(
**end_time:** `typing.Optional[dt.datetime]` — When the logged event ended.
-
+
@@ -2710,13 +2735,12 @@ client.tools.update(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -2734,6 +2758,7 @@ client.tools.update(
Get a list of all Tools.
+
@@ -2763,6 +2788,7 @@ for page in response.iter_pages():
yield page
```
+
@@ -2777,7 +2803,7 @@ for page in response.iter_pages():
**page:** `typing.Optional[int]` — Page offset for pagination.
-
+
@@ -2785,7 +2811,7 @@ for page in response.iter_pages():
**size:** `typing.Optional[int]` — Page size for pagination. Number of Tools to fetch.
-
+
@@ -2793,7 +2819,7 @@ for page in response.iter_pages():
**name:** `typing.Optional[str]` — Case-insensitive filter for Tool name.
-
+
@@ -2801,7 +2827,7 @@ for page in response.iter_pages():
**user_filter:** `typing.Optional[str]` — Case-insensitive filter for users in the Tool. This filter matches against both email address and name of users.
-
+
@@ -2809,7 +2835,7 @@ for page in response.iter_pages():
**sort_by:** `typing.Optional[ProjectSortBy]` — Field to sort Tools by
-
+
@@ -2817,7 +2843,7 @@ for page in response.iter_pages():
**order:** `typing.Optional[SortOrder]` — Direction to sort by.
-
+
@@ -2825,13 +2851,12 @@ for page in response.iter_pages():
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -2855,6 +2880,7 @@ Tools are identified by the `ID` or their `path`. The name, description and para
If you provide a commit message, then the new version will be committed;
otherwise it will be uncommitted. If you try to commit an already committed version,
an exception will be raised.
+
@@ -2889,6 +2915,7 @@ client.tools.upsert(
)
```
+
@@ -2903,7 +2930,7 @@ client.tools.upsert(
**path:** `typing.Optional[str]` — Path of the Tool, including the name. This locates the Tool in the Humanloop filesystem and is used as as a unique identifier. For example: `folder/name` or just `name`.
-
+
@@ -2911,7 +2938,7 @@ client.tools.upsert(
**id:** `typing.Optional[str]` — ID for an existing Tool.
-
+
@@ -2919,7 +2946,7 @@ client.tools.upsert(
**function:** `typing.Optional[ToolFunctionParams]` — Callable function specification of the Tool shown to the model for tool calling.
-
+
@@ -2927,7 +2954,7 @@ client.tools.upsert(
**source_code:** `typing.Optional[str]` — Code source of the Tool.
-
+
@@ -2935,7 +2962,7 @@ client.tools.upsert(
**setup_values:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Values needed to setup the Tool, defined in JSON Schema format: https://json-schema.org/
-
+
@@ -2943,7 +2970,7 @@ client.tools.upsert(
**attributes:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Additional fields to describe the Tool. Helpful to separate Tool versions from each other with details on how they were created or used.
-
+
@@ -2951,7 +2978,7 @@ client.tools.upsert(
**tool_type:** `typing.Optional[FilesToolType]` — Type of Tool.
-
+
@@ -2959,7 +2986,7 @@ client.tools.upsert(
**commit_message:** `typing.Optional[str]` — Message describing the changes made.
-
+
@@ -2967,13 +2994,12 @@ client.tools.upsert(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -2994,6 +3020,7 @@ Retrieve the Tool with the given ID.
By default, the deployed version of the Tool is returned. Use the query parameters
`version_id` or `environment` to target a specific version of the Tool.
+
@@ -3018,6 +3045,7 @@ client.tools.get(
)
```
+
@@ -3032,7 +3060,7 @@ client.tools.get(
**id:** `str` — Unique identifier for Tool.
-
+
@@ -3040,7 +3068,7 @@ client.tools.get(
**version_id:** `typing.Optional[str]` — A specific Version ID of the Tool to retrieve.
-
+
@@ -3048,7 +3076,7 @@ client.tools.get(
**environment:** `typing.Optional[str]` — Name of the Environment to retrieve a deployed Version from.
-
+
@@ -3056,13 +3084,12 @@ client.tools.get(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -3080,6 +3107,7 @@ client.tools.get(
Delete the Tool with the given ID.
+
@@ -3104,6 +3132,7 @@ client.tools.delete(
)
```
+
@@ -3118,7 +3147,7 @@ client.tools.delete(
**id:** `str` — Unique identifier for Tool.
-
+
@@ -3126,13 +3155,12 @@ client.tools.delete(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -3150,6 +3178,7 @@ client.tools.delete(
Move the Tool to a different path or change the name.
+
@@ -3175,6 +3204,7 @@ client.tools.move(
)
```
+
@@ -3189,7 +3219,7 @@ client.tools.move(
**id:** `str` — Unique identifier for Tool.
-
+
@@ -3197,7 +3227,7 @@ client.tools.move(
**path:** `typing.Optional[str]` — Path of the Tool including the Tool name, which is used as a unique identifier.
-
+
@@ -3205,7 +3235,7 @@ client.tools.move(
**name:** `typing.Optional[str]` — Name of the Tool, which is used as a unique identifier.
-
+
@@ -3213,13 +3243,12 @@ client.tools.move(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -3237,6 +3266,7 @@ client.tools.move(
Get a list of all the versions of a Tool.
+
@@ -3262,6 +3292,7 @@ client.tools.list_versions(
)
```
+
@@ -3276,7 +3307,7 @@ client.tools.list_versions(
**id:** `str` — Unique identifier for the Tool.
-
+
@@ -3284,7 +3315,7 @@ client.tools.list_versions(
**status:** `typing.Optional[VersionStatus]` — Filter versions by status: 'uncommitted', 'committed'. If no status is provided, all versions are returned.
-
+
@@ -3292,7 +3323,7 @@ client.tools.list_versions(
**evaluator_aggregates:** `typing.Optional[bool]` — Whether to include Evaluator aggregate results for the versions in the response
-
+
@@ -3300,13 +3331,12 @@ client.tools.list_versions(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -3326,6 +3356,7 @@ client.tools.list_versions(
Commit a version of the Tool with a commit message.
If the version is already committed, an exception will be raised.
+
@@ -3352,6 +3383,7 @@ client.tools.commit(
)
```
+
@@ -3366,7 +3398,7 @@ client.tools.commit(
**id:** `str` — Unique identifier for Tool.
-
+
@@ -3374,7 +3406,7 @@ client.tools.commit(
**version_id:** `str` — Unique identifier for the specific version of the Tool.
-
+
@@ -3382,7 +3414,7 @@ client.tools.commit(
**commit_message:** `str` — Message describing the changes made.
-
+
@@ -3390,13 +3422,12 @@ client.tools.commit(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -3417,6 +3448,7 @@ Deploy Tool to an Environment.
Set the deployed version for the specified Environment. This Prompt
will be used for calls made to the Tool in this Environment.
+
@@ -3443,6 +3475,7 @@ client.tools.set_deployment(
)
```
+
@@ -3457,7 +3490,7 @@ client.tools.set_deployment(
**id:** `str` — Unique identifier for Tool.
-
+
@@ -3465,7 +3498,7 @@ client.tools.set_deployment(
**environment_id:** `str` — Unique identifier for the Environment to deploy the Version to.
-
+
@@ -3473,7 +3506,7 @@ client.tools.set_deployment(
**version_id:** `str` — Unique identifier for the specific version of the Tool.
-
+
@@ -3481,13 +3514,12 @@ client.tools.set_deployment(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -3508,6 +3540,7 @@ Remove deployed Tool from the Environment.
Remove the deployed version for the specified Environment. This Tool
will no longer be used for calls made to the Tool in this Environment.
+
@@ -3533,6 +3566,7 @@ client.tools.remove_deployment(
)
```
+
@@ -3547,7 +3581,7 @@ client.tools.remove_deployment(
**id:** `str` — Unique identifier for Tool.
-
+
@@ -3555,7 +3589,7 @@ client.tools.remove_deployment(
**environment_id:** `str` — Unique identifier for the Environment to remove the deployment from.
-
+
@@ -3563,13 +3597,12 @@ client.tools.remove_deployment(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -3587,6 +3620,7 @@ client.tools.remove_deployment(
List all Environments and their deployed versions for the Tool.
+
@@ -3611,6 +3645,7 @@ client.tools.list_environments(
)
```
+
@@ -3625,7 +3660,7 @@ client.tools.list_environments(
**id:** `str` — Unique identifier for Tool.
-
+
@@ -3633,13 +3668,12 @@ client.tools.list_environments(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -3660,6 +3694,7 @@ Activate and deactivate Evaluators for monitoring the Tool.
An activated Evaluator will automatically be run on all new Logs
within the Tool for monitoring purposes.
+
@@ -3685,6 +3720,7 @@ client.tools.update_monitoring(
)
```
+
@@ -3698,8 +3734,8 @@ client.tools.update_monitoring(
-
-**id:** `str`
-
+**id:** `str`
+
@@ -3709,7 +3745,7 @@ client.tools.update_monitoring(
**activate:** `typing.Optional[
typing.Sequence[EvaluatorActivationDeactivationRequestActivateItemParams]
]` — Evaluators to activate for Monitoring. These will be automatically run on new Logs.
-
+
@@ -3719,7 +3755,7 @@ client.tools.update_monitoring(
**deactivate:** `typing.Optional[
typing.Sequence[EvaluatorActivationDeactivationRequestDeactivateItemParams]
]` — Evaluators to deactivate. These will not be run on new Logs.
-
+
@@ -3727,18 +3763,18 @@ client.tools.update_monitoring(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
## Datasets
+
client.datasets.list(...)
-
@@ -3752,6 +3788,7 @@ client.tools.update_monitoring(
-
List all Datasets.
+
@@ -3781,6 +3818,7 @@ for page in response.iter_pages():
yield page
```
+
@@ -3795,7 +3833,7 @@ for page in response.iter_pages():
**page:** `typing.Optional[int]` — Page offset for pagination.
-
+
@@ -3803,7 +3841,7 @@ for page in response.iter_pages():
**size:** `typing.Optional[int]` — Page size for pagination. Number of Datasets to fetch.
-
+
@@ -3811,7 +3849,7 @@ for page in response.iter_pages():
**name:** `typing.Optional[str]` — Case-insensitive filter for Dataset name.
-
+
@@ -3819,7 +3857,7 @@ for page in response.iter_pages():
**user_filter:** `typing.Optional[str]` — Case-insensitive filter for users in the Dataset. This filter matches against both email address and name of users.
-
+
@@ -3827,7 +3865,7 @@ for page in response.iter_pages():
**sort_by:** `typing.Optional[ProjectSortBy]` — Field to sort Datasets by
-
+
@@ -3835,7 +3873,7 @@ for page in response.iter_pages():
**order:** `typing.Optional[SortOrder]` — Direction to sort by.
-
+
@@ -3843,13 +3881,12 @@ for page in response.iter_pages():
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
-
-**action:** `typing.Optional[UpdateDatesetAction]`
+**action:** `typing.Optional[UpdateDatesetAction]`
The action to take with the provided Datapoints.
- - If `"set"`, the created version will only contain the Datapoints provided in this request.
- - If `"add"`, the created version will contain the Datapoints provided in this request in addition to the Datapoints in the target version.
- - If `"remove"`, the created version will contain the Datapoints in the target version except for the Datapoints provided in this request.
+- If `"set"`, the created version will only contain the Datapoints provided in this request.
+- If `"add"`, the created version will contain the Datapoints provided in this request in addition to the Datapoints in the target version.
+- If `"remove"`, the created version will contain the Datapoints in the target version except for the Datapoints provided in this request.
If `"add"` or `"remove"`, one of the `version_id` or `environment` query parameters may be provided.
-
+
@@ -4002,7 +4041,7 @@ If `"add"` or `"remove"`, one of the `version_id` or `environment` query paramet
**attributes:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Additional fields to describe the Dataset. Helpful to separate Dataset versions from each other with details on how they were created or used.
-
+
@@ -4010,7 +4049,7 @@ If `"add"` or `"remove"`, one of the `version_id` or `environment` query paramet
**commit_message:** `typing.Optional[str]` — Message describing the changes made. If provided, a committed version of the Dataset is created. Otherwise, an uncommitted version is created.
-
+
@@ -4018,13 +4057,12 @@ If `"add"` or `"remove"`, one of the `version_id` or `environment` query paramet
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -4050,6 +4088,7 @@ retrieve Datapoints for a large Dataset.
By default, the deployed version of the Dataset is returned. Use the query parameters
`version_id` or `environment` to target a specific version of the Dataset.
+
@@ -4076,6 +4115,7 @@ client.datasets.get(
)
```
+
@@ -4090,7 +4130,7 @@ client.datasets.get(
**id:** `str` — Unique identifier for Dataset.
-
+
@@ -4098,7 +4138,7 @@ client.datasets.get(
**version_id:** `typing.Optional[str]` — A specific Version ID of the Dataset to retrieve.
-
+
@@ -4106,7 +4146,7 @@ client.datasets.get(
**environment:** `typing.Optional[str]` — Name of the Environment to retrieve a deployed Version from.
-
+
@@ -4114,7 +4154,7 @@ client.datasets.get(
**include_datapoints:** `typing.Optional[bool]` — If set to `true`, include all Datapoints in the response. Defaults to `false`. Consider using the paginated List Datapoints endpoint instead.
-
+
@@ -4122,13 +4162,12 @@ client.datasets.get(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -4146,6 +4185,7 @@ client.datasets.get(
Delete the Dataset with the given ID.
+
@@ -4170,6 +4210,7 @@ client.datasets.delete(
)
```
+
@@ -4184,7 +4225,7 @@ client.datasets.delete(
**id:** `str` — Unique identifier for Dataset.
-
+
@@ -4192,13 +4233,12 @@ client.datasets.delete(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -4216,6 +4256,7 @@ client.datasets.delete(
Move the Dataset to a different path or change the name.
+
@@ -4240,6 +4281,7 @@ client.datasets.move(
)
```
+
@@ -4254,7 +4296,7 @@ client.datasets.move(
**id:** `str` — Unique identifier for Dataset.
-
+
@@ -4262,7 +4304,7 @@ client.datasets.move(
**path:** `typing.Optional[str]` — Path of the Dataset including the Dataset name, which is used as a unique identifier.
-
+
@@ -4270,7 +4312,7 @@ client.datasets.move(
**name:** `typing.Optional[str]` — Name of the Dataset, which is used as a unique identifier.
-
+
@@ -4278,13 +4320,12 @@ client.datasets.move(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -4302,6 +4343,7 @@ client.datasets.move(
List all Datapoints for the Dataset with the given ID.
+
@@ -4332,6 +4374,7 @@ for page in response.iter_pages():
yield page
```
+
@@ -4346,7 +4389,7 @@ for page in response.iter_pages():
**id:** `str` — Unique identifier for Dataset.
-
+
@@ -4354,7 +4397,7 @@ for page in response.iter_pages():
**version_id:** `typing.Optional[str]` — A specific Version ID of the Dataset to retrieve.
-
+
@@ -4362,7 +4405,7 @@ for page in response.iter_pages():
**environment:** `typing.Optional[str]` — Name of the Environment to retrieve a deployed Version from.
-
+
@@ -4370,7 +4413,7 @@ for page in response.iter_pages():
**page:** `typing.Optional[int]` — Page number for pagination.
-
+
@@ -4378,7 +4421,7 @@ for page in response.iter_pages():
**size:** `typing.Optional[int]` — Page size for pagination. Number of Datapoints to fetch.
-
+
@@ -4386,13 +4429,12 @@ for page in response.iter_pages():
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -4410,6 +4452,7 @@ for page in response.iter_pages():
Get a list of the versions for a Dataset.
+
@@ -4435,6 +4478,7 @@ client.datasets.list_versions(
)
```
+
@@ -4449,7 +4493,7 @@ client.datasets.list_versions(
**id:** `str` — Unique identifier for Dataset.
-
+
@@ -4457,7 +4501,7 @@ client.datasets.list_versions(
**status:** `typing.Optional[VersionStatus]` — Filter versions by status: 'uncommitted', 'committed'. If no status is provided, all versions are returned.
-
+
@@ -4465,7 +4509,7 @@ client.datasets.list_versions(
**include_datapoints:** `typing.Optional[typing.Literal["latest_committed"]]` — If set to 'latest_committed', include the Datapoints for the latest committed version. Defaults to `None`.
-
+
@@ -4473,13 +4517,12 @@ client.datasets.list_versions(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -4499,6 +4542,7 @@ client.datasets.list_versions(
Commit a version of the Dataset with a commit message.
If the version is already committed, an exception will be raised.
+
@@ -4525,6 +4569,7 @@ client.datasets.commit(
)
```
+
@@ -4539,7 +4584,7 @@ client.datasets.commit(
**id:** `str` — Unique identifier for Dataset.
-
+
@@ -4547,7 +4592,7 @@ client.datasets.commit(
**version_id:** `str` — Unique identifier for the specific version of the Dataset.
-
+
@@ -4555,7 +4600,7 @@ client.datasets.commit(
**commit_message:** `str` — Message describing the changes made.
-
+
@@ -4563,13 +4608,12 @@ client.datasets.commit(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -4594,6 +4638,7 @@ If either `version_id` or `environment` is provided, the new version will be bas
with the Datapoints from the CSV file added to the existing Datapoints in the version.
If neither `version_id` nor `environment` is provided, the new version will be based on the version
of the Dataset that is deployed to the default Environment.
+
@@ -4619,6 +4664,7 @@ client.datasets.upload_csv(
)
```
+
@@ -4633,17 +4679,17 @@ client.datasets.upload_csv(
**id:** `str` — Unique identifier for the Dataset
-
+
-
-**file:** `from __future__ import annotations
+**file:** `from **future** import annotations
core.File` — See core.File for more documentation
-
+
@@ -4651,7 +4697,7 @@ core.File` — See core.File for more documentation
**commit_message:** `str` — Commit message for the new Dataset version.
-
+
@@ -4659,7 +4705,7 @@ core.File` — See core.File for more documentation
**version_id:** `typing.Optional[str]` — ID of the specific Dataset version to base the created Version on.
-
+
@@ -4667,7 +4713,7 @@ core.File` — See core.File for more documentation
**environment:** `typing.Optional[str]` — Name of the Environment identifying a deployed Version to base the created Version on.
-
+
@@ -4675,13 +4721,12 @@ core.File` — See core.File for more documentation
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -4701,6 +4746,7 @@ core.File` — See core.File for more documentation
Deploy Dataset to Environment.
Set the deployed version for the specified Environment.
+
@@ -4727,6 +4773,7 @@ client.datasets.set_deployment(
)
```
+
@@ -4741,7 +4788,7 @@ client.datasets.set_deployment(
**id:** `str` — Unique identifier for Dataset.
-
+
@@ -4749,7 +4796,7 @@ client.datasets.set_deployment(
**environment_id:** `str` — Unique identifier for the Environment to deploy the Version to.
-
+
@@ -4757,7 +4804,7 @@ client.datasets.set_deployment(
**version_id:** `str` — Unique identifier for the specific version of the Dataset.
-
+
@@ -4765,13 +4812,12 @@ client.datasets.set_deployment(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -4791,6 +4837,7 @@ client.datasets.set_deployment(
Remove deployed Dataset from Environment.
Remove the deployed version for the specified Environment.
+
@@ -4816,6 +4863,7 @@ client.datasets.remove_deployment(
)
```
+
@@ -4830,7 +4878,7 @@ client.datasets.remove_deployment(
**id:** `str` — Unique identifier for Dataset.
-
+
@@ -4838,7 +4886,7 @@ client.datasets.remove_deployment(
**environment_id:** `str` — Unique identifier for the Environment to remove the deployment from.
-
+
@@ -4846,13 +4894,12 @@ client.datasets.remove_deployment(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -4870,6 +4917,7 @@ client.datasets.remove_deployment(
List all Environments and their deployed versions for the Dataset.
+
@@ -4894,6 +4942,7 @@ client.datasets.list_environments(
)
```
+
@@ -4908,7 +4957,7 @@ client.datasets.list_environments(
**id:** `str` — Unique identifier for Dataset.
-
+
@@ -4916,18 +4965,18 @@ client.datasets.list_environments(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
## Evaluators
+
client.evaluators.log(...)
-
@@ -4943,6 +4992,7 @@ client.datasets.list_environments(
Submit Evaluator judgment for an existing Log.
Creates a new Log. The evaluated Log will be set as the parent of the created Log.
+
@@ -4967,6 +5017,7 @@ client.evaluators.log(
)
```
+
@@ -4981,7 +5032,7 @@ client.evaluators.log(
**parent_id:** `str` — Identifier of the evaluated Log. The newly created Log will have this one set as parent.
-
+
@@ -4989,7 +5040,7 @@ client.evaluators.log(
**version_id:** `typing.Optional[str]` — ID of the Evaluator version to log against.
-
+
@@ -4997,7 +5048,7 @@ client.evaluators.log(
**environment:** `typing.Optional[str]` — Name of the Environment identifying a deployed version to log to.
-
+
@@ -5005,7 +5056,7 @@ client.evaluators.log(
**path:** `typing.Optional[str]` — Path of the Evaluator, including the name. This locates the Evaluator in the Humanloop filesystem and is used as as a unique identifier. For example: `folder/name` or just `name`.
-
+
@@ -5013,7 +5064,7 @@ client.evaluators.log(
**id:** `typing.Optional[str]` — ID for an existing Evaluator.
-
+
@@ -5021,7 +5072,7 @@ client.evaluators.log(
**start_time:** `typing.Optional[dt.datetime]` — When the logged event started.
-
+
@@ -5029,7 +5080,7 @@ client.evaluators.log(
**end_time:** `typing.Optional[dt.datetime]` — When the logged event ended.
-
+
@@ -5037,15 +5088,15 @@ client.evaluators.log(
**output:** `typing.Optional[str]` — Generated output from the LLM. Only populated for LLM Evaluator Logs.
-
+
-
-**created_at:** `typing.Optional[dt.datetime]` — User defined timestamp for when the log was created.
-
+**created_at:** `typing.Optional[dt.datetime]` — User defined timestamp for when the log was created.
+
@@ -5053,7 +5104,7 @@ client.evaluators.log(
**error:** `typing.Optional[str]` — Error message if the log is an error.
-
+
@@ -5061,7 +5112,7 @@ client.evaluators.log(
**provider_latency:** `typing.Optional[float]` — Duration of the logged event in seconds.
-
+
@@ -5069,7 +5120,7 @@ client.evaluators.log(
**stdout:** `typing.Optional[str]` — Captured log and debug statements.
-
+
@@ -5077,7 +5128,7 @@ client.evaluators.log(
**provider_request:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Raw request sent to provider. Only populated for LLM Evaluator Logs.
-
+
@@ -5085,7 +5136,7 @@ client.evaluators.log(
**provider_response:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Raw response received the provider. Only populated for LLM Evaluator Logs.
-
+
@@ -5093,7 +5144,7 @@ client.evaluators.log(
**inputs:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — The inputs passed to the prompt template.
-
+
@@ -5101,7 +5152,7 @@ client.evaluators.log(
**source:** `typing.Optional[str]` — Identifies where the model was called from.
-
+
@@ -5109,7 +5160,7 @@ client.evaluators.log(
**metadata:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Any additional metadata to record.
-
+
@@ -5117,7 +5168,7 @@ client.evaluators.log(
**source_datapoint_id:** `typing.Optional[str]` — Unique identifier for the Datapoint that this Log is derived from. This can be used by Humanloop to associate Logs to Evaluations. If provided, Humanloop will automatically associate this Log to Evaluations that require a Log for this Datapoint-Version pair.
-
+
@@ -5125,7 +5176,7 @@ client.evaluators.log(
**trace_parent_id:** `typing.Optional[str]` — The ID of the parent Log to nest this Log under in a Trace.
-
+
@@ -5133,7 +5184,7 @@ client.evaluators.log(
**user:** `typing.Optional[str]` — End-user ID related to the Log.
-
+
@@ -5141,7 +5192,7 @@ client.evaluators.log(
**create_evaluator_log_request_environment:** `typing.Optional[str]` — The name of the Environment the Log is associated to.
-
+
@@ -5149,7 +5200,7 @@ client.evaluators.log(
**save:** `typing.Optional[bool]` — Whether the request/response payloads will be stored on Humanloop.
-
+
@@ -5157,7 +5208,7 @@ client.evaluators.log(
**judgment:** `typing.Optional[CreateEvaluatorLogRequestJudgmentParams]` — Evaluator assessment of the Log.
-
+
@@ -5165,15 +5216,26 @@ client.evaluators.log(
**marked_completed:** `typing.Optional[bool]` — Whether the Log has been manually marked as completed by a user.
-
+<<<<<<< HEAD
+
+=======
+
+> > > > > > > 32f482a (Release 0.8.9a1)
+
-
-**spec:** `typing.Optional[CreateEvaluatorLogRequestSpecParams]`
-
+<<<<<<< HEAD
+**spec:** `typing.Optional[CreateEvaluatorLogRequestSpecParams]`
+
+=======
+**spec:** `typing.Optional[CreateEvaluatorLogRequestSpecParams]`
+
+> > > > > > > 32f482a (Release 0.8.9a1)
+
@@ -5181,13 +5243,12 @@ client.evaluators.log(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
-
-**spec:** `EvaluatorRequestSpecParams`
-
+<<<<<<< HEAD
+**spec:** `EvaluatorRequestSpecParams`
+
+=======
+**spec:** `EvaluatorRequestSpecParams`
+
+> > > > > > > 32f482a (Release 0.8.9a1)
+
@@ -5379,7 +5449,7 @@ client.evaluators.upsert(
**path:** `typing.Optional[str]` — Path of the Evaluator, including the name. This locates the Evaluator in the Humanloop filesystem and is used as as a unique identifier. For example: `folder/name` or just `name`.
-
+
@@ -5387,7 +5457,7 @@ client.evaluators.upsert(
**id:** `typing.Optional[str]` — ID for an existing Evaluator.
-
+
@@ -5395,7 +5465,7 @@ client.evaluators.upsert(
**commit_message:** `typing.Optional[str]` — Message describing the changes made.
-
+
@@ -5403,13 +5473,12 @@ client.evaluators.upsert(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -5430,6 +5499,7 @@ Retrieve the Evaluator with the given ID.
By default, the deployed version of the Evaluator is returned. Use the query parameters
`version_id` or `environment` to target a specific version of the Evaluator.
+
@@ -5454,6 +5524,7 @@ client.evaluators.get(
)
```
+
@@ -5468,7 +5539,7 @@ client.evaluators.get(
**id:** `str` — Unique identifier for Evaluator.
-
+
@@ -5476,7 +5547,7 @@ client.evaluators.get(
**version_id:** `typing.Optional[str]` — A specific Version ID of the Evaluator to retrieve.
-
+
@@ -5484,7 +5555,7 @@ client.evaluators.get(
**environment:** `typing.Optional[str]` — Name of the Environment to retrieve a deployed Version from.
-
+
@@ -5492,13 +5563,12 @@ client.evaluators.get(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -5516,6 +5586,7 @@ client.evaluators.get(
Delete the Evaluator with the given ID.
+
@@ -5540,6 +5611,7 @@ client.evaluators.delete(
)
```
+
@@ -5554,7 +5626,7 @@ client.evaluators.delete(
**id:** `str` — Unique identifier for Evaluator.
-
+
@@ -5562,13 +5634,12 @@ client.evaluators.delete(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -5586,6 +5657,7 @@ client.evaluators.delete(
Move the Evaluator to a different path or change the name.
+
@@ -5611,6 +5683,7 @@ client.evaluators.move(
)
```
+
@@ -5625,7 +5698,7 @@ client.evaluators.move(
**id:** `str` — Unique identifier for Evaluator.
-
+
@@ -5633,7 +5706,7 @@ client.evaluators.move(
**path:** `typing.Optional[str]` — Path of the Evaluator including the Evaluator name, which is used as a unique identifier.
-
+
@@ -5641,7 +5714,7 @@ client.evaluators.move(
**name:** `typing.Optional[str]` — Name of the Evaluator, which is used as a unique identifier.
-
+
@@ -5649,13 +5722,12 @@ client.evaluators.move(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -5673,6 +5745,7 @@ client.evaluators.move(
Get a list of all the versions of an Evaluator.
+
@@ -5697,6 +5770,7 @@ client.evaluators.list_versions(
)
```
+
@@ -5711,7 +5785,7 @@ client.evaluators.list_versions(
**id:** `str` — Unique identifier for the Evaluator.
-
+
@@ -5719,7 +5793,7 @@ client.evaluators.list_versions(
**status:** `typing.Optional[VersionStatus]` — Filter versions by status: 'uncommitted', 'committed'. If no status is provided, all versions are returned.
-
+
@@ -5727,7 +5801,7 @@ client.evaluators.list_versions(
**evaluator_aggregates:** `typing.Optional[bool]` — Whether to include Evaluator aggregate results for the versions in the response
-
+
@@ -5735,13 +5809,12 @@ client.evaluators.list_versions(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -5761,6 +5834,7 @@ client.evaluators.list_versions(
Commit a version of the Evaluator with a commit message.
If the version is already committed, an exception will be raised.
+
@@ -5787,6 +5861,7 @@ client.evaluators.commit(
)
```
+
@@ -5801,7 +5876,7 @@ client.evaluators.commit(
**id:** `str` — Unique identifier for Prompt.
-
+
@@ -5809,7 +5884,7 @@ client.evaluators.commit(
**version_id:** `str` — Unique identifier for the specific version of the Evaluator.
-
+
@@ -5817,7 +5892,7 @@ client.evaluators.commit(
**commit_message:** `str` — Message describing the changes made.
-
+
@@ -5825,13 +5900,12 @@ client.evaluators.commit(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -5852,6 +5926,7 @@ Deploy Evaluator to an Environment.
Set the deployed version for the specified Environment. This Evaluator
will be used for calls made to the Evaluator in this Environment.
+
@@ -5878,6 +5953,7 @@ client.evaluators.set_deployment(
)
```
+
@@ -5892,7 +5968,7 @@ client.evaluators.set_deployment(
**id:** `str` — Unique identifier for Evaluator.
-
+
@@ -5900,7 +5976,7 @@ client.evaluators.set_deployment(
**environment_id:** `str` — Unique identifier for the Environment to deploy the Version to.
-
+
@@ -5908,7 +5984,7 @@ client.evaluators.set_deployment(
**version_id:** `str` — Unique identifier for the specific version of the Evaluator.
-
+
@@ -5916,13 +5992,12 @@ client.evaluators.set_deployment(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -5943,6 +6018,7 @@ Remove deployed Evaluator from the Environment.
Remove the deployed version for the specified Environment. This Evaluator
will no longer be used for calls made to the Evaluator in this Environment.
+
@@ -5968,6 +6044,7 @@ client.evaluators.remove_deployment(
)
```
+
@@ -5982,7 +6059,7 @@ client.evaluators.remove_deployment(
**id:** `str` — Unique identifier for Evaluator.
-
+
@@ -5990,7 +6067,7 @@ client.evaluators.remove_deployment(
**environment_id:** `str` — Unique identifier for the Environment to remove the deployment from.
-
+
@@ -5998,13 +6075,12 @@ client.evaluators.remove_deployment(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -6022,6 +6098,7 @@ client.evaluators.remove_deployment(
List all Environments and their deployed versions for the Evaluator.
+
@@ -6046,6 +6123,7 @@ client.evaluators.list_environments(
)
```
+
@@ -6060,7 +6138,7 @@ client.evaluators.list_environments(
**id:** `str` — Unique identifier for Evaluator.
-
+
@@ -6068,13 +6146,12 @@ client.evaluators.list_environments(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
@@ -6095,6 +6172,7 @@ Activate and deactivate Evaluators for monitoring the Evaluator.
An activated Evaluator will automatically be run on all new Logs
within the Evaluator for monitoring purposes.
+
@@ -6119,6 +6197,7 @@ client.evaluators.update_monitoring(
)
```
+
@@ -6132,8 +6211,8 @@ client.evaluators.update_monitoring(
-
-**id:** `str`
-
+**id:** `str`
+
@@ -6143,7 +6222,7 @@ client.evaluators.update_monitoring(
**activate:** `typing.Optional[
typing.Sequence[EvaluatorActivationDeactivationRequestActivateItemParams]
]` — Evaluators to activate for Monitoring. These will be automatically run on new Logs.
-
+
@@ -6153,7 +6232,7 @@ client.evaluators.update_monitoring(
**deactivate:** `typing.Optional[
typing.Sequence[EvaluatorActivationDeactivationRequestDeactivateItemParams]
]` — Evaluators to deactivate. These will not be run on new Logs.
-
+
@@ -6161,18 +6240,18 @@ client.evaluators.update_monitoring(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
## Flows
+
client.flows.log(...)
-
@@ -6189,6 +6268,7 @@ Log to a Flow.
You can use query parameters `version_id`, or `environment`, to target
an existing version of the Flow. Otherwise, the default deployed version will be chosen.
+
@@ -6241,6 +6321,7 @@ client.flows.log(
)
```
+
@@ -6255,7 +6336,7 @@ client.flows.log(
**version_id:** `typing.Optional[str]` — A specific Version ID of the Flow to log to.
-
+
@@ -6263,7 +6344,7 @@ client.flows.log(
**environment:** `typing.Optional[str]` — Name of the Environment identifying a deployed version to log to.
-
+
@@ -6271,7 +6352,7 @@ client.flows.log(
**run_id:** `typing.Optional[str]` — Unique identifier for the Run to associate the Log to.
-
+
@@ -6279,7 +6360,7 @@ client.flows.log(
**path:** `typing.Optional[str]` — Path of the Flow, including the name. This locates the Flow in the Humanloop filesystem and is used as as a unique identifier. For example: `folder/name` or just `name`.
-
+
@@ -6287,7 +6368,7 @@ client.flows.log(
**id:** `typing.Optional[str]` — ID for an existing Flow.
-
+
@@ -6295,7 +6376,7 @@ client.flows.log(
**start_time:** `typing.Optional[dt.datetime]` — The start time of the Trace. Will be updated if a child Log with an earlier start time is added.
-
+
@@ -6303,7 +6384,7 @@ client.flows.log(
**end_time:** `typing.Optional[dt.datetime]` — The end time of the Trace. Will be updated if a child Log with a later end time is added.
-
+
@@ -6311,15 +6392,15 @@ client.flows.log(
**output:** `typing.Optional[str]` — Generated output from your model for the provided inputs. Can be `None` if logging an error, or if creating a parent Log with the intention to populate it later.
-
+
-
-**created_at:** `typing.Optional[dt.datetime]` — User defined timestamp for when the log was created.
-
+**created_at:** `typing.Optional[dt.datetime]` — User defined timestamp for when the log was created.
+
@@ -6327,7 +6408,7 @@ client.flows.log(
**error:** `typing.Optional[str]` — Error message if the log is an error.
-
+
@@ -6335,7 +6416,7 @@ client.flows.log(
**provider_latency:** `typing.Optional[float]` — Duration of the logged event in seconds.
-
+
@@ -6343,7 +6424,7 @@ client.flows.log(
**stdout:** `typing.Optional[str]` — Captured log and debug statements.
-
+
@@ -6351,7 +6432,7 @@ client.flows.log(
**provider_request:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Raw request sent to provider.
-
+
@@ -6359,7 +6440,7 @@ client.flows.log(
**provider_response:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Raw response received the provider.
-
+
@@ -6367,7 +6448,7 @@ client.flows.log(
**inputs:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — The inputs passed to the prompt template.
-
+
@@ -6375,7 +6456,7 @@ client.flows.log(
**source:** `typing.Optional[str]` — Identifies where the model was called from.
-
+
@@ -6383,7 +6464,7 @@ client.flows.log(
**metadata:** `typing.Optional[typing.Dict[str, typing.Optional[typing.Any]]]` — Any additional metadata to record.
-
+
@@ -6391,7 +6472,7 @@ client.flows.log(
**source_datapoint_id:** `typing.Optional[str]` — Unique identifier for the Datapoint that this Log is derived from. This can be used by Humanloop to associate Logs to Evaluations. If provided, Humanloop will automatically associate this Log to Evaluations that require a Log for this Datapoint-Version pair.
-
+
@@ -6399,7 +6480,7 @@ client.flows.log(
**trace_parent_id:** `typing.Optional[str]` — The ID of the parent Log to nest this Log under in a Trace.
-
+
@@ -6407,7 +6488,7 @@ client.flows.log(
**user:** `typing.Optional[str]` — End-user ID related to the Log.
-
+
@@ -6415,7 +6496,7 @@ client.flows.log(
**flow_log_request_environment:** `typing.Optional[str]` — The name of the Environment the Log is associated to.
-
+
@@ -6423,7 +6504,7 @@ client.flows.log(
**save:** `typing.Optional[bool]` — Whether the request/response payloads will be stored on Humanloop.
-
+
@@ -6431,7 +6512,7 @@ client.flows.log(
**log_id:** `typing.Optional[str]` — The identifier for the Log. If not specified, a default ID will be generated. This allows additional Logs to be appended to the trace without waiting for Humanloop to return an ID.
-
+
@@ -6439,7 +6520,7 @@ client.flows.log(
**flow:** `typing.Optional[FlowKernelRequestParams]` — Flow used to generate the Trace.
-
+
@@ -6447,7 +6528,7 @@ client.flows.log(
**trace_status:** `typing.Optional[TraceStatus]` — Status of the Trace. When a Trace is marked as `complete`, no more Logs can be added to it. Monitoring Evaluators will only run on `complete` Traces. If you do not intend to add more Logs to the Trace after creation, set this to `complete`.
-
+
@@ -6455,13 +6536,12 @@ client.flows.log(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
-
-**id:** `str`
-
+**id:** `str`
+
@@ -7543,7 +7636,7 @@ client.flows.update_monitoring(
**activate:** `typing.Optional[
typing.Sequence[EvaluatorActivationDeactivationRequestActivateItemParams]
]` — Evaluators to activate for Monitoring. These will be automatically run on new Logs.
-
+
@@ -7553,7 +7646,7 @@ client.flows.update_monitoring(
**deactivate:** `typing.Optional[
typing.Sequence[EvaluatorActivationDeactivationRequestDeactivateItemParams]
]` — Evaluators to deactivate. These will not be run on new Logs.
-
+
@@ -7561,18 +7654,18 @@ client.flows.update_monitoring(
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
## Directories
+
client.directories.list()
-
@@ -7586,6 +7679,7 @@ client.flows.update_monitoring(
-
Retrieve a list of all Directories.
+
@@ -7608,6 +7702,7 @@ client = Humanloop(
client.directories.list()
```
+
@@ -7622,13 +7717,12 @@ client.directories.list()
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
client.files.list(...)
-
@@ -7967,6 +8066,7 @@ client.directories.update(
-
Get a paginated list of files.
+
@@ -7989,6 +8089,7 @@ client = Humanloop(
client.files.list()
```
+
@@ -8003,7 +8104,7 @@ client.files.list()
**page:** `typing.Optional[int]` — Page offset for pagination.
-
+
@@ -8011,7 +8112,7 @@ client.files.list()
**size:** `typing.Optional[int]` — Page size for pagination. Number of files to fetch.
-
+
@@ -8019,7 +8120,7 @@ client.files.list()
**name:** `typing.Optional[str]` — Case-insensitive filter for file name.
-
+
@@ -8027,7 +8128,7 @@ client.files.list()
**type:** `typing.Optional[typing.Union[FileType, typing.Sequence[FileType]]]` — List of file types to filter for.
-
+
@@ -8035,7 +8136,7 @@ client.files.list()
**environment:** `typing.Optional[str]` — Case-sensitive filter for files with a deployment in the specified environment. Requires the environment name.
-
+
@@ -8043,7 +8144,7 @@ client.files.list()
**sort_by:** `typing.Optional[ProjectSortBy]` — Field to sort files by
-
+
@@ -8051,7 +8152,7 @@ client.files.list()
**order:** `typing.Optional[SortOrder]` — Direction to sort by.
-
+
@@ -8059,18 +8160,18 @@ client.files.list()
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
client.evaluations.list(...)
-
@@ -8084,6 +8185,12 @@ client.files.list()
-
Retrieve a list of Evaluations for the specified File.
+<<<<<<< HEAD
+
+=======
+
+> > > > > > > 32f482a (Release 0.8.9a1)
+
@@ -8114,6 +8221,7 @@ for page in response.iter_pages():
yield page
```
+
@@ -8128,7 +8236,7 @@ for page in response.iter_pages():
**file_id:** `str` — Filter by File ID. Only Evaluations for the specified File will be returned.
-
+
@@ -8136,7 +8244,7 @@ for page in response.iter_pages():
**page:** `typing.Optional[int]` — Page number for pagination.
-
+
@@ -8144,7 +8252,7 @@ for page in response.iter_pages():
**size:** `typing.Optional[int]` — Page size for pagination. Number of Evaluations to fetch.
-
+
@@ -8152,13 +8260,12 @@ for page in response.iter_pages():
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-
client.logs.list(...)
-
@@ -9273,6 +9464,7 @@ client.evaluations.get_logs(
-
List all Logs for the given filter criteria.
+
@@ -9303,6 +9495,7 @@ for page in response.iter_pages():
yield page
```
+
@@ -9317,7 +9510,7 @@ for page in response.iter_pages():
**file_id:** `str` — Unique identifier for the File to list Logs for.
-
+
@@ -9325,7 +9518,7 @@ for page in response.iter_pages():
**page:** `typing.Optional[int]` — Page number for pagination.
-
+
@@ -9333,7 +9526,7 @@ for page in response.iter_pages():
**size:** `typing.Optional[int]` — Page size for pagination. Number of Logs to fetch.
-
+
@@ -9341,7 +9534,7 @@ for page in response.iter_pages():
**version_id:** `typing.Optional[str]` — If provided, only Logs belonging to the specified Version will be returned.
-
+
@@ -9349,7 +9542,7 @@ for page in response.iter_pages():
**version_status:** `typing.Optional[VersionStatus]` — If provided, only Logs belonging to Versions with the specified status will be returned.
-
+
@@ -9357,7 +9550,7 @@ for page in response.iter_pages():
**search:** `typing.Optional[str]` — If provided, only Logs that contain the provided string in its inputs and output will be returned.
-
+
@@ -9365,7 +9558,7 @@ for page in response.iter_pages():
**metadata_search:** `typing.Optional[str]` — If provided, only Logs that contain the provided string in its metadata will be returned.
-
+
@@ -9373,7 +9566,7 @@ for page in response.iter_pages():
**start_date:** `typing.Optional[dt.datetime]` — If provided, only Logs created after the specified date will be returned.
-
+
@@ -9381,7 +9574,7 @@ for page in response.iter_pages():
**end_date:** `typing.Optional[dt.datetime]` — If provided, only Logs created before the specified date will be returned.
-
+
@@ -9389,7 +9582,7 @@ for page in response.iter_pages():
**include_parent:** `typing.Optional[bool]` — If true, include the full parent Log in the response. Only applicable when retrieving Evaluator Logs.
-
+
@@ -9397,7 +9590,15 @@ for page in response.iter_pages():
**in_trace_filter:** `typing.Optional[typing.Union[bool, typing.Sequence[bool]]]` — If true, return Logs that are associated to a Trace. False, return Logs that are not associated to a Trace.
-
+
+
+
+
+
+-
+
+**sample_n:** `typing.Optional[int]` — If provided, only a random sample of approximately N Logs will be returned.
+
@@ -9405,13 +9606,12 @@ for page in response.iter_pages():
**request_options:** `typing.Optional[RequestOptions]` — Request-specific configuration.
-
+
-